Monthly runoff forecasting based on LSTM–ALO model
Yuan, Xiaohui, Chen, Chen, Lei, Xiaohui, Yuan, Yanbin, Muhammad Adnan, Rana
Published in Stochastic environmental research and risk assessment (01.08.2018)
Published in Stochastic environmental research and risk assessment (01.08.2018)
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Journal Article
Modelling reference evapotranspiration by combining neuro-fuzzy and evolutionary strategies
Alizamir, Meysam, Kisi, Ozgur, Muhammad Adnan, Rana, Kuriqi, Alban
Published in Acta geophysica (01.08.2020)
Published in Acta geophysica (01.08.2020)
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Journal Article
Development of new machine learning model for streamflow prediction: case studies in Pakistan
Adnan, Rana Muhammad, Mostafa, Reham R., Elbeltagi, Ahmed, Yaseen, Zaher Mundher, Shahid, Shamsuddin, Kisi, Ozgur
Published in Stochastic environmental research and risk assessment (01.04.2022)
Published in Stochastic environmental research and risk assessment (01.04.2022)
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Journal Article
An XGBoost-SHAP approach to quantifying morphological impact on urban flooding susceptibility
Wang, Mo, Li, Yingxin, Yuan, Haojun, Zhou, Shiqi, Wang, Yuankai, Adnan Ikram, Rana Muhammad, Li, Jianjun
Published in Ecological indicators (01.12.2023)
Published in Ecological indicators (01.12.2023)
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Journal Article
Predicting Daily Streamflow in a Cold Climate Using a Novel Data Mining Technique: Radial M5 Model Tree
Kisi, Ozgur, Heddam, Salim, Keshtegar, Behrooz, Piri, Jamshid, Adnan, Rana
Published in Water (Basel) (01.05.2022)
Published in Water (Basel) (01.05.2022)
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Journal Article
Short term rainfall-runoff modelling using several machine learning methods and a conceptual event-based model
Adnan, Rana Muhammad, Petroselli, Andrea, Heddam, Salim, Santos, Celso Augusto Guimarães, Kisi, Ozgur
Published in Stochastic environmental research and risk assessment (01.03.2021)
Published in Stochastic environmental research and risk assessment (01.03.2021)
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Journal Article
Modeling Potential Evapotranspiration by Improved Machine Learning Methods Using Limited Climatic Data
Mostafa, Reham R., Kisi, Ozgur, Adnan, Rana Muhammad, Sadeghifar, Tayeb, Kuriqi, Alban
Published in Water (Basel) (01.02.2023)
Published in Water (Basel) (01.02.2023)
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Journal Article
Reference Evapotranspiration Modeling Using New Heuristic Methods
Muhammad Adnan, Rana, Chen, Zhihuan, Yuan, Xiaohui, Kisi, Ozgur, El-Shafie, Ahmed, Kuriqi, Alban, Ikram, Misbah
Published in Entropy (Basel, Switzerland) (13.05.2020)
Published in Entropy (Basel, Switzerland) (13.05.2020)
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Journal Article
In Silico identification of angiotensin-converting enzyme inhibitory peptides from MRJP1
Tahir, Rana Adnan, Bashir, Afsheen, Yousaf, Muhammad Noaman, Ahmed, Azka, Dali, Yasmine, Khan, Sanaullah, Sehgal, Sheikh Arslan
Published in PloS one (03.02.2020)
Published in PloS one (03.02.2020)
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Journal Article
Prediction of Suspended Sediment Load Using Data-Driven Models
Adnan, Rana Muhammad, Liang, Zhongmin, El-Shafie, Ahmed, Zounemat-Kermani, Mohammad, Kisi, Ozgur
Published in Water (Basel) (01.10.2019)
Published in Water (Basel) (01.10.2019)
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Journal Article